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Annotating Documents with Relevant Wikipedia Concepts
Published on Dec 08, 20171030 Views
We describe an efficient approach for annotating a document with relevant concepts from the Wikipedia. A pagerank-based method is used to identify a coherent set of relevant concepts considering the i
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Chapter list
Annotating documents with relevant Wikipedia concepts00:00
Motivation00:08
Mentions and candidate annotations02:52
Disambiguation04:35
Pagerank-based disambiguation07:19
Pagerank-based disambiguation - 1 10:12
Pagerank-based disambiguation - 212:28
Pagerank-based disambiguation - 314:27
Highly ambiguous mentions16:36
Miscellaneous heuristics19:54
Implementation22:56
Comparison of different wikifiers24:29
Conclusions and future work27:43